{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# 图像阈值"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# 1. 图像阈值"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "① ret, dst = cv2.threshold(src, thresh, maxval, type)\n",
    "\n",
    "- src： 输入图，只能输入单通道图像，通常来说为灰度图\n",
    "- thresh： 阈值\n",
    "- dst： 输出图\n",
    "- ret： 阈值\n",
    "- maxval： 当像素值超过了阈值 ( 或者小于阈值，根据 type 来决定 )，所赋予的值\n",
    "- type：二值化操作的类型，包含以下5种类型： \n",
    "- cv2.THRESH_BINARY           超过阈值部分取maxval ( 最大值 )，否则取0\n",
    "- cv2.THRESH_BINARY_INV    THRESH_BINARY的反转\n",
    "- cv2.THRESH_TRUNC            大于阈值部分设为阈值，否则不变\n",
    "- cv2.THRESH_TOZERO          大于阈值部分不改变，否则设为0\n",
    "- cv2.THRESH_TOZERO_INV  THRESH_TOZERO的反转"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import cv2 #opencv的缩写为cv2\n",
    "import matplotlib.pyplot as plt # matplotlib库用于绘图展示\n",
    "import numpy as np   # numpy数值计算工具包\n",
    "\n",
    "# 魔法指令，直接展示图，Jupyter notebook特有\n",
    "%matplotlib inline   "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "127.0\n",
      "127.0\n",
      "127.0\n",
      "127.0\n",
      "127.0\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 6 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "img = cv2.imread('01_Picture/01_cat.jpg',cv2.IMREAD_COLOR)  \n",
    "img_gray = cv2.imread('01_Picture/01_cat.jpg',cv2.IMREAD_GRAYSCALE)    \n",
    "ret, thresh1 = cv2.threshold(img_gray, 127, 255, cv2.THRESH_BINARY)    \n",
    "print(ret)\n",
    "ret, thresh2 = cv2.threshold(img_gray, 127, 255, cv2.THRESH_BINARY_INV) # THRESH_BINARY_INV 相对 THRESH_BINARY 黑的变成白的，白的变成黑的       \n",
    "print(ret)\n",
    "ret, thresh3 = cv2.threshold(img_gray, 127, 255, cv2.THRESH_TRUNC)     \n",
    "print(ret)\n",
    "ret, thresh4 = cv2.threshold(img_gray, 127, 255, cv2.THRESH_TOZERO)\n",
    "print(ret)\n",
    "ret, thresh5 = cv2.threshold(img_gray, 127, 255, cv2.THRESH_TOZERO_INV)\n",
    "print(ret)\n",
    "\n",
    "titles = ['original Image','BINARY','BINARY_INV','TRUNC','TOZERO','TOZERO_INV']        \n",
    "images = [img, thresh1, thresh2, thresh3, thresh4, thresh5]  \n",
    "\n",
    "for i in range(6):\n",
    "    plt.subplot(2,3,i+1), plt.imshow(images[i],'gray')  \n",
    "    plt.title(titles[i])\n",
    "    plt.xticks([]),plt.yticks([])\n",
    "plt.show()"
   ]
  }
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